What about open-set settings and partial-set settings?

[AiXia520]

What about open-set settings and partial-set settings?

[Kalaniik]

Thank you for your question!

In our experiments, the open-set and partial-set settings strictly follow the corresponding configurations described in the SHOT paper (see Section “4 EXPERIMENTS”). For complete details regarding dataset splits and evaluation protocols, please refer to the original SHOT paper.

Reference:
Jian Liang, Dapeng Hu, and Jiashi Feng. Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation. In Proceedings of the International Conference on Machine Learning (ICML), pp. 6028–6039, 2020.

We followed the same settings to ensure a fair comparison and consistency with prior work.